{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a name=\"top\"></a><img src=\"source/SpinalHDL.png\" alt=\"SpinalHDL based on Scala\" style=\"width:320px;\" />"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Before running Spinal HDL code, be sure to load SpinalHDL Libraries  \n",
    "**Note** : This may be a little slow when the first time load, please wait a moment to download Lib from remote.)   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "val path = System.getProperty(\"user.dir\") + \"/source/load-spinal.sc\"\n",
    "interp.load.module(ammonite.ops.Path(java.nio.file.FileSystems.getDefault().getPath(path)))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Note2**: Sometimes we use *\"Spinal\"* as *\"SpinalHDL\"* for short, all *\"spinal\"*,*\"Spinal\"* appeared means SpinalHDL"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## What is this \n",
    "This is SpinalHDL Tutorial, More important, it's a spinalHDL run-time environment.\n",
    "\n",
    "Most of case come from [SpinalDoc](https://spinalhdl.github.io/SpinalDoc-RTD/index.html),\n",
    "In addition, we also introduced some advanced uses of Scala, which are very helpful to use SpinalHDL and understand how spinalHDL works.\n",
    "\n",
    "**Why we do such a thing:**\n",
    "- Sometimes you just want to try a usage of a Spinal or Scala, but you don't want to create a new project.\n",
    "- Practice is Important for learning a new skill. So we did a lot of examples for you to try run.\n",
    " \n",
    "**Before the start**  \n",
    "\n",
    "  We assume you already have the basics knowledge of Scala，So there is no introduction to scala syntax here.  \n",
    "If you need to learn Scala, I would strongly recommend the book of \"Programming in Scala\"by Martin Odersky who is also the author of Scala "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Two useful  function\n",
    "\n",
    "If you want show the generated RTL code in Jupyter-Notebook, use this：\n",
    "\n",
    "- **`showRtl(new MyTop)`** show RTL code, default Verilog，\n",
    "- **`showRtl(new MyTop,VHDL)`** show VHDL code，more simple way **`showVhdl(new myTop)`**\n",
    "\n",
    "SpinalHDL defualt RTL generate methods:\n",
    "\n",
    "- **`SpinalVerilog(new MyTop)`** generate Verilog under current dir\n",
    "- **`SpinalVhdl(new MyTop)`** generate VHDL under current dir\n",
    "\n",
    "Specific dir:  \n",
    "**`SpinalConfig(mode = Verilog, targetDirectory=\"rtl/\").generate(new MyTop)`**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## First Simple Adder Module\n",
    " \n",
    "A simple adder with parameterized width, the result width auto propogated by Spinal.\n",
    "\n",
    "Click Run to see what happen!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "class Adder(width: Int) extends Component{\n",
    "  val a = in(UInt(width bits))\n",
    "  val b = in(UInt(width bits))\n",
    "  val c = out(UInt()) \n",
    "  c := a + b\n",
    "}\n",
    "showRtl(new Adder(8))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The keyword of `Component` comes from VHDL. But for Verilog users, `Moudle` may be more familiar.    \n",
    "If you like, just use **`type Module = Component`**, it's totally okay."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "type Module = Component \n",
    "\n",
    "class Adder(width: Int) extends Module{\n",
    "  val a = in(UInt(width bits))\n",
    "  val b = in(UInt(width bits))\n",
    "  val c = out(UInt()) \n",
    "  c := a + b\n",
    "}\n",
    "showRtl(new Adder(8))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## How to generate a Soc Top\n",
    " \n",
    "It's a very simple thing in spinal. It may take 2 second, use one line of Spinal code   `SpinalVerilog(new Pinsec(500 MHz))`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import spinal.lib.soc.pinsec._\n",
    "SpinalVerilog(new Pinsec(500 MHz))"
   ]
  },
  {
   "attachments": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This will generate a complete SOC of **Pinsec.v** under current dir, you can also use `showRtl(new Pinsec(500 MHz)` show them on the current page.\n",
    "\n",
    "Which contains a riscv processor, a set of Axi cross bars, and MEM, JTAG, APB bridge, timer, GPIO and other peripherals.\n",
    "![image.png](attachment:image.png)\n",
    "\n",
    "You may have some questions. What does it generate in such a simple way?  \n",
    "Can I customize the parameter specifications by myself? There is no problem at all.\n",
    "\n",
    "Please execute the following code snippets in order to customize the SOC"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### First Config Cpu\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import spinal.lib.bus.amba3.apb._\n",
    "import spinal.lib.bus.amba4.axi._\n",
    "import spinal.lib.com.jtag.Jtag\n",
    "import spinal.lib.com.uart.{Uart, UartCtrlGenerics, UartCtrlMemoryMappedConfig, Apb3UartCtrl}\n",
    "import spinal.lib.cpu.riscv.impl.Utils.BR\n",
    "import spinal.lib.cpu.riscv.impl.build.RiscvAxi4\n",
    "import spinal.lib.cpu.riscv.impl.extension.{BarrelShifterFullExtension, DivExtension, MulExtension}\n",
    "import spinal.lib.cpu.riscv.impl._\n",
    "import spinal.lib.graphic.RgbConfig\n",
    "import spinal.lib.graphic.vga.{Vga, Axi4VgaCtrlGenerics, Axi4VgaCtrl}\n",
    "import spinal.lib.io.TriStateArray\n",
    "import spinal.lib.memory.sdram._\n",
    "import spinal.lib.system.debugger.{JtagAxi4SharedDebugger, SystemDebuggerConfig}\n",
    "\n",
    "val myCpuConfig = RiscvCoreConfig(\n",
    "        pcWidth = 32,\n",
    "        addrWidth = 32,\n",
    "        startAddress = 0x00000000,\n",
    "        regFileReadyKind = sync,\n",
    "        branchPrediction = dynamic,\n",
    "        bypassExecute0 = true,\n",
    "        bypassExecute1 = true,\n",
    "        bypassWriteBack = true,\n",
    "        bypassWriteBackBuffer = true,\n",
    "        collapseBubble = false,\n",
    "        fastFetchCmdPcCalculation = true,\n",
    "        dynamicBranchPredictorCacheSizeLog2 = 7\n",
    "      )\n",
    "\n",
    "myCpuConfig.add(new MulExtension)\n",
    "myCpuConfig.add(new DivExtension)\n",
    "myCpuConfig.add(new BarrelShifterFullExtension)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Extension your CPU\n",
    "```scala\n",
    "myCpuConfig.add(new MulExtension)\n",
    "myCpuConfig.add(new DivExtension)\n",
    "myCpuConfig.add(new BarrelShifterFullExtension)\n",
    "```\n",
    "\n",
    "If you've developed floating-core or vector processing extensions with Spinal, you can also extension it this way\n",
    "\n",
    "```scala\n",
    "myCpuConfig.add(new myFloatExtension)\n",
    "myCpuConfig.add(new myVectorExtension) \n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Config your iCache"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "val myiCacheConfig = InstructionCacheConfig(\n",
    "        cacheSize    = 4096,\n",
    "        bytePerLine  = 32,\n",
    "        wayCount     = 1,  //Can only be one for the moment\n",
    "        wrappedMemAccess = true,\n",
    "        addressWidth = 32,\n",
    "        cpuDataWidth = 32,\n",
    "        memDataWidth = 32\n",
    "      )"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###  ReConfig your Soc\n",
    "\n",
    "Put the new riscvCpu，iCache config into Soc config，We can get a completely new **Configed Soc System**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import spinal.lib.memory.sdram.sdr.IS42x320D\n",
    "val mySocConfig = PinsecConfig(\n",
    "    axiFrequency   = 100 MHz,\n",
    "    onChipRamSize  = 4 KiB,\n",
    "    sdramLayout    = IS42x320D.layout,\n",
    "    sdramTimings   = IS42x320D.timingGrade7,\n",
    "    cpu            = myCpuConfig,\n",
    "    iCache         = myiCacheConfig)\n",
    "\n",
    "showRtl(new Pinsec(mySocConfig))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Spinal Global Config\n",
    "we can config Global setting in SpinalConfig, such like Asynchronous reset with falling age, or generated-dir etc."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "object MySpinalConfig extends SpinalConfig(\n",
    "    defaultConfigForClockDomains = ClockDomainConfig(\n",
    "                                         resetKind = ASYNC,\n",
    "                                         clockEdge = RISING, \n",
    "                                         resetActiveLevel = LOW)\n",
    ")\n",
    "MySpinalConfig.generateVerilog(new Pinsec(500 MHz))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Some interesting concepts\n",
    "The author of spinalhdl gives us all interesting designs, such as clock frequency, time unit, storage space, etc., which are very simple but very useful.\n",
    "\n",
    "It may provide more expressiveness and abstraction in parametric design."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "val freq = 100 MHz\n",
    "val time = 10 ms\n",
    "//val time = 100 $ 100.$() =  return  RBM(100)\n",
    "val cycle = time * freq "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Useful Utlis and Lib\n",
    "- Flow\n",
    "- Stream\n",
    "- IMasterSlave\n",
    "- Fragment\n",
    "- Bus \n",
    "  + AHB-lite3\n",
    "  + AXI4\n",
    "  + APB3\n",
    "  + AvalonMM\n",
    "- URT\n",
    "- VGA"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## A complete SOC framework\n",
    "Pinsec is a complete SOC project with a very clear structure, and powerful.  \n",
    "\n",
    "To coin a phrase: The house sparrow is small,but be fullies equipped "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## More details  \n",
    "- [SpinalDocument](https://spinalhdl.github.io/SpinalDoc-RTD/index.html)\n"
   ]
  }
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